Bodhisattwa Dasgupta

Active Reinforcement Learning Strategies for Offline Policy Improvement

Learning agents that excel at sequential decision-making tasks must continuously resolve the problem of exploration and exploitation for optimal learning. However, such interactions with the environment online might be prohibitively expensive and may involve some constraints, such as a limited budge…